| Understanding deep learning (still) requires rethinking generalization C Zhang, S Bengio, M Hardt, B Recht, O Vinyals Communications of the ACM 64 (3), 107-115, 2021 | 7011 | 2021 |
| Mxnet: A flexible and efficient machine learning library for heterogeneous distributed systems T Chen, M Li, Y Li, M Lin, N Wang, M Wang, T Xiao, B Xu, C Zhang, ... arXiv preprint arXiv:1512.01274, 2015 | 2775 | 2015 |
| Unsupervised feature selection for multi-cluster data D Cai, C Zhang, X He Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 1322 | 2010 |
| Transfusion: Understanding transfer learning for medical imaging M Raghu, C Zhang, J Kleinberg, S Bengio Advances in Neural Information Processing Systems, 2019 | 1268 | 2019 |
| Training deep nets with sublinear memory cost T Chen, B Xu, C Zhang, C Guestrin arXiv preprint arXiv:1604.06174, 2016 | 936 | 2016 |
| Do vision transformers see like convolutional neural networks? M Raghu, T Unterthiner, S Kornblith, C Zhang, A Dosovitskiy Advances in neural information processing systems 34, 12116-12128, 2021 | 914 | 2021 |
| Learning with a Wasserstein loss C Frogner, C Zhang, H Mobahi, M Araya, TA Poggio Advances in neural information processing systems 28, 2015 | 678 | 2015 |
| Machine theory of mind N Rabinowitz, F Perbet, F Song, C Zhang, SMA Eslami, M Botvinick International conference on machine learning, 4218-4227, 2018 | 587 | 2018 |
| Quantifying memorization across neural language models N Carlini, D Ippolito, M Jagielski, K Lee, F Tramer, C Zhang arXiv preprint arXiv:2202.07646, 2022 | 478 | 2022 |
| A study on overfitting in deep reinforcement learning C Zhang, O Vinyals, R Munos, S Bengio arXiv preprint arXiv:1804.06893, 2018 | 467 | 2018 |
| What is being transferred in transfer learning? B Neyshabur, H Sedghi, C Zhang Advances in Neural Information Processing Systems, 2020 | 457 | 2020 |
| Deduplicating training data makes language models better K Lee, D Ippolito, A Nystrom, C Zhang, D Eck, C Callison-Burch, N Carlini arXiv preprint arXiv:2107.06499, 2021 | 415 | 2021 |
| What neural networks memorize and why: Discovering the long tail via influence estimation V Feldman, C Zhang Advances in Neural Information Processing Systems, Spotlight, 2020 | 369 | 2020 |
| Automated fault detection without seismic processing M Araya-Polo, T Dahlke, C Frogner, C Zhang, T Poggio, D Hohl The Leading Edge 36 (3), 208-214, 2017 | 292 | 2017 |
| Are all layers created equal? C Zhang, S Bengio, Y Singer Journal of Machine Learning Research 23 (67), 1-28, 2022 | 170 | 2022 |
| Deep learning with label differential privacy B Ghazi, N Golowich, R Kumar, P Manurangsi, C Zhang Advances in neural information processing systems 34, 27131-27145, 2021 | 138 | 2021 |
| Theory of deep learning IIb: Optimization properties of SGD C Zhang, Q Liao, A Rakhlin, B Miranda, N Golowich, T Poggio arXiv preprint arXiv:1801.02254, 2018 | 117* | 2018 |
| A variance minimization criterion to feature selection using laplacian regularization X He, M Ji, C Zhang, H Bao IEEE transactions on pattern analysis and machine intelligence 33 (10), 2013 …, 2011 | 108 | 2011 |
| Identity crisis: Memorization and generalization under extreme overparameterization C Zhang, S Bengio, M Hardt, MC Mozer, Y Singer The International Conference on Learning Representations, 2020 | 106 | 2020 |
| Unrestricted adversarial examples TB Brown, N Carlini, C Zhang, C Olsson, P Christiano, I Goodfellow arXiv preprint arXiv:1809.08352, 2018 | 104 | 2018 |
Deng CaiProfessor of Computer Science, Zhejiang UniversityEmail verificata su cad.zju.edu.cn
